Pandas Profiling Report

Dataset statistics

Number of variables	16
Number of observations	772
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	328.7 KiB
Average record size in memory	436.0 B

Variable types

NUM	11
CAT	5

Warnings

`ACTUAL_WORTH` is highly correlated with `tree_3`	High correlation
`tree_3` is highly correlated with `ACTUAL_WORTH`	High correlation
`PROJECT_NAME_EN` is highly correlated with `STATUS_CODE` and 1 other fields	High correlation
`STATUS_CODE` is highly correlated with `PROJECT_NAME_EN`	High correlation
`MASTER_PROJECT_EN` is highly correlated with `AREA_NAME_EN` and 1 other fields	High correlation
`AREA_NAME_EN` is highly correlated with `MASTER_PROJECT_EN`	High correlation
`PROCEDURE_AREA` is highly skewed (γ1 = 27.2987483)	Skewed
`CURRENT_STATUS_year_after_min_year` has 171 (22.2%) zeros	Zeros
`INSTANCE_DATE_year_after_min_year` has 55 (7.1%) zeros	Zeros
`CREATION_year_after_min_year` has 32 (4.1%) zeros	Zeros

Reproduction

Analysis started	2020-11-23 10:00:18.848656
Analysis finished	2020-11-23 10:00:35.806450
Duration	16.96 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

CURRENT_STATUS_year_after_min_year
Real number (ℝ_≥0)

ZEROS

Distinct	20
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5.864313472
Minimum	0
Maximum	16
Zeros	171
Zeros (%)	22.2%
Memory size	6.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	6
median	7
Q3	7
95-th percentile	12.3375
Maximum	16
Range	16
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.505017589
Coefficient of variation (CV)	0.5976859193
Kurtosis	0.1039408593
Mean	5.864313472
Median Absolute Deviation (MAD)	0
Skewness	-0.3891867205
Sum	4527.25
Variance	12.2851483
Monotocity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
7	453	58.7%
0	171	22.2%
6.75	36	4.7%
6	30	3.9%
12.75	29	3.8%
9.5	14	1.8%
11.25	12	1.6%
15	5	0.6%
6.5	4	0.5%
11	4	0.5%
16	3	0.4%
7.75	2	0.3%
10	2	0.3%
13	1	0.1%
12	1	0.1%
3.25	1	0.1%
9	1	0.1%
14	1	0.1%
5	1	0.1%
10.75	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	171	22.2%
3.25	1	0.1%
5	1	0.1%
6	30	3.9%
6.5	4	0.5%
6.75	36	4.7%
7	453	58.7%
7.75	2	0.3%
9	1	0.1%
9.5	14	1.8%

Value	Count	Frequency (%)
16	3	0.4%
15	5	0.6%
14	1	0.1%
13	1	0.1%
12.75	29	3.8%
12	1	0.1%
11.25	12	1.6%
11	4	0.5%
10.75	1	0.1%
10	2	0.3%

SEPARATED_REFERENCE
Real number (ℝ)

Distinct	8
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.380588217e-16
Minimum	-0.3201492815
Maximum	3.550337086
Zeros	0
Zeros (%)	0.0%
Memory size	6.2 KiB

Quantile statistics

Minimum	-0.3201492815
5-th percentile	-0.3201492815
Q1	-0.3201492815
median	-0.2648176994
Q3	-0.2446337362
95-th percentile	3.550337086
Maximum	3.550337086
Range	3.870486368
Interquartile range (IQR)	0.07551554528

Descriptive statistics

Standard deviation	1
Coefficient of variation (CV)	7.243289401e+15
Kurtosis	8.654853986
Mean	1.380588217e-16
Median Absolute Deviation (MAD)	0.05533158209
Skewness	3.252682151
Sum	1.065814104e-13
Variance	1
Monotocity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
-0.3201492815	358	46.4%
-0.2446337362	315	40.8%
3.550337086	56	7.3%
-0.2648176994	31	4.0%
-0.2604281198	7	0.9%
-0.2606436324	2	0.3%
1.83420995	2	0.3%
-0.2605942654	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.3201492815	358	46.4%
-0.2648176994	31	4.0%
-0.2606436324	2	0.3%
-0.2605942654	1	0.1%
-0.2604281198	7	0.9%
-0.2446337362	315	40.8%
1.83420995	2	0.3%
3.550337086	56	7.3%

Value	Count	Frequency (%)
3.550337086	56	7.3%
1.83420995	2	0.3%
-0.2446337362	315	40.8%
-0.2604281198	7	0.9%
-0.2605942654	1	0.1%
-0.2606436324	2	0.3%
-0.2648176994	31	4.0%
-0.3201492815	358	46.4%

INSTANCE_DATE_day_normalized
Real number (ℝ_≥0)

Distinct	31
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5648086244
Minimum	0.03225806452
Maximum	1
Zeros	0
Zeros (%)	0.0%
Memory size	6.2 KiB

Quantile statistics

Minimum	0.03225806452
5-th percentile	0.09677419355
Q1	0.2580645161
median	0.6129032258
Q3	0.8387096774
95-th percentile	0.935483871
Maximum	1
Range	0.9677419355
Interquartile range (IQR)	0.5806451613

Descriptive statistics

Standard deviation	0.2991556079
Coefficient of variation (CV)	0.5296583568
Kurtosis	-1.437492778
Mean	0.5648086244
Median Absolute Deviation (MAD)	0.2580645161
Skewness	-0.2048474114
Sum	436.0322581
Variance	0.08949407776
Monotocity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0.2258064516	79	10.2%
0.8709677419	71	9.2%
0.8064516129	67	8.7%
0.9032258065	48	6.2%
0.935483871	40	5.2%
0.1612903226	34	4.4%
0.7741935484	33	4.3%
0.4193548387	29	3.8%
0.6451612903	29	3.8%
0.3548387097	26	3.4%
1	26	3.4%
0.03225806452	24	3.1%
0.8387096774	24	3.1%
0.1935483871	21	2.7%
0.4516129032	18	2.3%
0.2903225806	18	2.3%
0.2580645161	17	2.2%
0.3870967742	17	2.2%
0.7419354839	15	1.9%
0.5483870968	15	1.9%
0.4838709677	15	1.9%
0.5806451613	14	1.8%
0.3225806452	13	1.7%
0.6129032258	13	1.7%
0.7096774194	13	1.7%
Other values (6)	53	6.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.03225806452	24	3.1%
0.06451612903	9	1.2%
0.09677419355	10	1.3%
0.1290322581	11	1.4%
0.1612903226	34	4.4%
0.1935483871	21	2.7%
0.2258064516	79	10.2%
0.2580645161	17	2.2%
0.2903225806	18	2.3%
0.3225806452	13	1.7%

Value	Count	Frequency (%)
1	26	3.4%
0.9677419355	6	0.8%
0.935483871	40	5.2%
0.9032258065	48	6.2%
0.8709677419	71	9.2%
0.8387096774	24	3.1%
0.8064516129	67	8.7%
0.7741935484	33	4.3%
0.7419354839	15	1.9%
0.7096774194	13	1.7%

INSTANCE_DATE_year_after_min_year
Real number (ℝ_≥0)

ZEROS

Distinct	6
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.351036269
Minimum	0
Maximum	5
Zeros	55
Zeros (%)	7.1%
Memory size	6.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.475203242
Coefficient of variation (CV)	0.627469368
Kurtosis	-1.331067433
Mean	2.351036269
Median Absolute Deviation (MAD)	1
Skewness	0.1071890667
Sum	1815
Variance	2.176224606
Monotocity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	275	35.6%
4	182	23.6%
3	163	21.1%
0	55	7.1%
2	54	7.0%
5	43	5.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	55	7.1%
1	275	35.6%
2	54	7.0%
3	163	21.1%
4	182	23.6%
5	43	5.6%

Value	Count	Frequency (%)
5	43	5.6%
4	182	23.6%
3	163	21.1%
2	54	7.0%
1	275	35.6%
0	55	7.1%

tree_3
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	6
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5.113989637
Minimum	4
Maximum	11
Zeros	0
Zeros (%)	0.0%
Memory size	6.2 KiB

Quantile statistics

Minimum	4
5-th percentile	4
Q1	5
median	5
Q3	5
95-th percentile	9
Maximum	11
Range	7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.338819249
Coefficient of variation (CV)	0.2617954559
Kurtosis	8.309939337
Mean	5.113989637
Median Absolute Deviation (MAD)	0
Skewness	2.895972495
Sum	3948
Variance	1.79243698
Monotocity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
5	534	69.2%
4	173	22.4%
10	26	3.4%
9	19	2.5%
6	13	1.7%
11	7	0.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	173	22.4%
5	534	69.2%
6	13	1.7%
9	19	2.5%
10	26	3.4%
11	7	0.9%

Value	Count	Frequency (%)
11	7	0.9%
10	26	3.4%
9	19	2.5%
6	13	1.7%
5	534	69.2%
4	173	22.4%

PROCEDURE_AREA
Real number (ℝ)

SKEWED

Distinct	477
Distinct (%)	61.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8.973823411e-17
Minimum	-0.101700452
Maximum	27.58029489
Zeros	0
Zeros (%)	0.0%
Memory size	6.2 KiB

Quantile statistics

Minimum	-0.101700452
5-th percentile	-0.101700452
Q1	-0.0647660388
median	-0.0519032448
Q3	-0.03522417304
95-th percentile	0.1234748431
Maximum	27.58029489
Range	27.68199534
Interquartile range (IQR)	0.02954186576

Descriptive statistics

Standard deviation	1
Coefficient of variation (CV)	1.114352215e+16
Kurtosis	753.3754654
Mean	8.973823411e-17
Median Absolute Deviation (MAD)	0.0134300181
Skewness	27.2987483
Sum	6.927791674e-14
Variance	1
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.101700452	113	14.6%
-0.09306016063	36	4.7%
-0.09717458509	20	2.6%
-0.0647660388	20	2.6%
-0.06252993856	18	2.3%
-0.05805773806	12	1.6%
-0.05582163781	7	0.9%
-0.05403275761	7	0.9%
-0.04598279671	5	0.6%
-0.04329947641	4	0.5%
0.2453721214	4	0.5%
-0.05656700456	3	0.4%
-0.05358553756	3	0.4%
-0.04410596323	3	0.4%
-0.05176833342	3	0.4%
-0.03100688797	2	0.3%
0.2044350888	2	0.3%
-0.06141188843	2	0.3%
-0.03203698482	2	0.3%
-0.02328041624	2	0.3%
-0.0539790912	2	0.3%
0.01978538383	2	0.3%
0.1310000658	2	0.3%
-0.05913106618	2	0.3%
-0.05750318519	2	0.3%
Other values (452)	494	64.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.101700452	113	14.6%
-0.09722527003	1	0.1%
-0.09717458509	20	2.6%
-0.09306016063	36	4.7%
-0.08416644457	1	0.1%
-0.0665504468	1	0.1%
-0.06542345228	1	0.1%
-0.06510294458	2	0.3%
-0.06507760211	1	0.1%
-0.06505822257	1	0.1%

Value	Count	Frequency (%)
27.58029489	1	0.1%
2.355325011	1	0.1%
0.3850583225	1	0.1%
0.2845948105	1	0.1%
0.2727747846	1	0.1%
0.2453721214	4	0.5%
0.2415796954	1	0.1%
0.2369971806	1	0.1%
0.2311907736	1	0.1%
0.2199923836	1	0.1%

CREATION_year_after_min_year
Real number (ℝ_≥0)

ZEROS

Distinct	8
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.784974093
Minimum	0
Maximum	7
Zeros	32
Zeros (%)	4.1%
Memory size	6.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	4
Maximum	7
Range	7
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.21293595
Coefficient of variation (CV)	0.4355286294
Kurtosis	0.5749608199
Mean	2.784974093
Median Absolute Deviation (MAD)	1
Skewness	-0.09371983771
Sum	2150
Variance	1.471213618
Monotocity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
3	316	40.9%
4	173	22.4%
2	139	18.0%
1	88	11.4%
0	32	4.1%
6	22	2.8%
7	1	0.1%
5	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	32	4.1%
1	88	11.4%
2	139	18.0%
3	316	40.9%
4	173	22.4%
5	1	0.1%
6	22	2.8%
7	1	0.1%

Value	Count	Frequency (%)
7	1	0.1%
6	22	2.8%
5	1	0.1%
4	173	22.4%
3	316	40.9%
2	139	18.0%
1	88	11.4%
0	32	4.1%

PROCEDURE_NUMBER
Real number (ℝ)

Distinct	740
Distinct (%)	95.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	7.363137158e-17
Minimum	-1.544780129
Maximum	6.054670009
Zeros	0
Zeros (%)	0.0%
Memory size	6.2 KiB

Quantile statistics

Minimum	-1.544780129
5-th percentile	-1.321203592
Q1	-0.6531152261
median	-0.05516660067
Q3	0.3007901373
95-th percentile	1.538849492
Maximum	6.054670009
Range	7.599450138
Interquartile range (IQR)	0.9539053635

Descriptive statistics

Standard deviation	1
Coefficient of variation (CV)	1.358116763e+16
Kurtosis	7.729789287
Mean	7.363137158e-17
Median Absolute Deviation (MAD)	0.3942303412
Skewness	1.915247877
Sum	5.684341886e-14
Variance	1
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.04388010416	3	0.4%
-1.100170477	3	0.4%
0.3349062245	2	0.3%
-0.1282899704	2	0.3%
-0.09747544002	2	0.3%
0.2512667849	2	0.3%
-0.7612106423	2	0.3%
0.2507776654	2	0.3%
-1.212667969	2	0.3%
-0.04367229172	2	0.3%
0.2630056536	2	0.3%
-0.234918028	2	0.3%
0.253223263	2	0.3%
-0.1405179587	2	0.3%
-0.1292682095	2	0.3%
-0.6311048473	2	0.3%
-1.17940784	2	0.3%
0.05072777758	2	0.3%
-0.6315939668	2	0.3%
-0.1498112297	2	0.3%
-0.186984314	2	0.3%
0.3339279855	2	0.3%
0.04974953852	2	0.3%
-0.1278008509	2	0.3%
-0.06763914869	2	0.3%
Other values (715)	720	93.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1.544780129	1	0.1%
-1.542823651	1	0.1%
-1.537443336	1	0.1%
-1.53353038	1	0.1%
-1.510052643	1	0.1%
-1.509074404	1	0.1%
-1.508585284	1	0.1%
-1.503694089	1	0.1%
-1.478748993	1	0.1%
-1.467010124	1	0.1%

Value	Count	Frequency (%)
6.054670009	1	0.1%
5.997443024	1	0.1%
5.986682394	1	0.1%
5.451585628	1	0.1%
4.447912353	1	0.1%
4.366229391	1	0.1%
4.10748516	1	0.1%
3.995476787	1	0.1%
3.974444648	1	0.1%
3.944608356	1	0.1%

MUNC_NUMBER
Real number (ℝ)

Distinct	459
Distinct (%)	59.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1869287122
Minimum	-2.044785387
Maximum	2.485572941
Zeros	0
Zeros (%)	0.0%
Memory size	6.2 KiB

Quantile statistics

Minimum	-2.044785387
5-th percentile	-1.833656426
Q1	-0.1688459216
median	0.6313914877
Q3	0.7140836641
95-th percentile	0.8119771257
Maximum	2.485572941
Range	4.530358328
Interquartile range (IQR)	0.8829295857

Descriptive statistics

Standard deviation	0.8168755578
Coefficient of variation (CV)	4.369984408
Kurtosis	1.062818206
Mean	0.1869287122
Median Absolute Deviation (MAD)	0.1606925981
Skewness	-1.388334826
Sum	144.3089658
Variance	0.6672856769
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6313914877	174	22.5%
0.3304154243	13	1.7%
-0.3569266377	10	1.3%
0.7641681454	6	0.8%
0.257341345	6	0.8%
0.397859398	6	0.8%
0.815777447	4	0.5%
0.3568065445	4	0.5%
0.6969587595	4	0.5%
-1.833656426	4	0.5%
0.4540431604	3	0.4%
-0.19412275	3	0.4%
0.376629208	3	0.4%
0.4531048095	3	0.4%
0.2842016406	3	0.4%
0.7761321199	3	0.4%
0.7782434095	3	0.4%
-1.698064716	3	0.4%
0.5746212559	3	0.4%
-0.03765273107	3	0.4%
0.7106821419	2	0.3%
0.1880206695	2	0.3%
-0.7780116211	2	0.3%
0.3923465862	2	0.3%
0.6525043838	2	0.3%
Other values (434)	501	64.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2.044785387	1	0.1%
-2.044316212	1	0.1%
-2.043847036	1	0.1%
-2.043612449	1	0.1%
-2.043377861	1	0.1%
-2.042908685	1	0.1%
-2.041970335	2	0.3%
-1.91716966	1	0.1%
-1.915292958	1	0.1%
-1.914823782	1	0.1%

Value	Count	Frequency (%)
2.485572941	1	0.1%
2.467275098	1	0.1%
1.12918666	1	0.1%
1.097282728	1	0.1%
1.095406027	1	0.1%
0.8270376582	1	0.1%
0.8265684828	2	0.3%
0.8251609564	1	0.1%
0.8246917809	1	0.1%
0.8242226054	1	0.1%

MUNC_ZIP_CODE
Real number (ℝ)

Distinct	9
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-1.602632822e-15
Minimum	-2.092823108
Maximum	1.464762274
Zeros	0
Zeros (%)	0.0%
Memory size	6.2 KiB

Quantile statistics

Minimum	-2.092823108
5-th percentile	-2.092823108
Q1	-0.1865599311
median	-0.1865599311
Q3	0.01043991086
95-th percentile	1.464762274
Maximum	1.464762274
Range	3.557585381
Interquartile range (IQR)	0.196999842

Descriptive statistics

Standard deviation	1
Coefficient of variation (CV)	-6.239732434e+14
Kurtosis	0.1108089394
Mean	-1.602632822e-15
Median Absolute Deviation (MAD)	0.196999842
Skewness	-0.3258195182
Sum	-1.237232539e-12
Variance	1
Monotocity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
-0.1865599311	315	40.8%
0.01043991086	186	24.1%
1.464762274	171	22.2%
-2.092823108	56	7.3%
-1.918999718	31	4.0%
-1.832088023	9	1.2%
-0.823912361	2	0.3%
-0.2618834001	1	0.1%
1.435791709	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2.092823108	56	7.3%
-1.918999718	31	4.0%
-1.832088023	9	1.2%
-0.823912361	2	0.3%
-0.2618834001	1	0.1%
-0.1865599311	315	40.8%
0.01043991086	186	24.1%
1.435791709	1	0.1%
1.464762274	171	22.2%

Value	Count	Frequency (%)
1.464762274	171	22.2%
1.435791709	1	0.1%
0.01043991086	186	24.1%
-0.1865599311	315	40.8%
-0.2618834001	1	0.1%
-0.823912361	2	0.3%
-1.832088023	9	1.2%
-1.918999718	31	4.0%
-2.092823108	56	7.3%

ACTUAL_WORTH
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	501
Distinct (%)	64.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5868378.021
Minimum	1235000
Maximum	105027384
Zeros	0
Zeros (%)	0.0%
Memory size	6.2 KiB

Quantile statistics

Minimum	1235000
5-th percentile	1300000
Q1	2981250
median	3868388
Q3	4770888
95-th percentile	28122560
Maximum	105027384
Range	103792384
Interquartile range (IQR)	1789638

Descriptive statistics

Standard deviation	9268864.308
Coefficient of variation (CV)	1.579459312
Kurtosis	28.95516968
Mean	5868378.021
Median Absolute Deviation (MAD)	903500
Skewness	4.691892838
Sum	4530387832
Variance	8.591184557e+13
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1300000	47	6.1%
1274000	26	3.4%
1500000	19	2.5%
1400000	13	1.7%
1372000	12	1.6%
1470000	10	1.3%
3803888	10	1.3%
3476888	8	1.0%
1450000	6	0.8%
1350000	5	0.6%
1235000	5	0.6%
4718888	4	0.5%
4000000	4	0.5%
1568000	4	0.5%
4071888	4	0.5%
1261000	4	0.5%
2800000	4	0.5%
41100000	4	0.5%
4777888	3	0.4%
3505888	3	0.4%
3700000	3	0.4%
3486888	3	0.4%
3524888	3	0.4%
2550000	3	0.4%
18000000	3	0.4%
Other values (476)	562	72.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1235000	5	0.6%
1261000	4	0.5%
1266703	1	0.1%
1274000	26	3.4%
1287000	1	0.1%
1300000	47	6.1%
1330000	1	0.1%
1336500	1	0.1%
1350000	5	0.6%
1358000	1	0.1%

Value	Count	Frequency (%)
105027384	1	0.1%
72710000	1	0.1%
72000000	1	0.1%
52539955	1	0.1%
51100000	1	0.1%
49382900	1	0.1%
42800000	1	0.1%
41100000	4	0.5%
40017620	1	0.1%
39708860	1	0.1%

AREA_NAME_EN
Categorical

HIGH CORRELATION

Distinct	6
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

Hadaeq Sheikh Mohammed Bin Rashid	315
Wadi Al Safa 7	186
Al Yufrah 2	171
Island 2	56
Jumeirah First	31

Value	Count	Frequency (%)
Hadaeq Sheikh Mohammed Bin Rashid	315	40.8%
Wadi Al Safa 7	186	24.1%
Al Yufrah 2	171	22.2%
Island 2	56	7.3%
Jumeirah First	31	4.0%
Rare cases	13	1.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	33
Median length	14
Mean length	20.58549223
Min length	8

Overview of Unicode Properties

Unique unicode characters	31
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	2260	14.2%
a	2102	13.2%
h	1462	9.2%
i	1193	7.5%
d	1187	7.5%
e	1002	6.3%
m	661	4.2%
S	501	3.2%
s	428	2.7%
l	413	2.6%
n	371	2.3%
A	357	2.2%
f	357	2.2%
R	328	2.1%
H	315	2.0%
q	315	2.0%
k	315	2.0%
M	315	2.0%
o	315	2.0%
B	315	2.0%
r	246	1.5%
2	227	1.4%
u	202	1.3%
W	186	1.2%
7	186	1.2%
Other values (6)	333	2.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	10613	66.8%
Uppercase Letter	2606	16.4%
Space Separator	2260	14.2%
Decimal Number	413	2.6%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	501	19.2%
A	357	13.7%
R	328	12.6%
H	315	12.1%
M	315	12.1%
B	315	12.1%
W	186	7.1%
Y	171	6.6%
I	56	2.1%
J	31	1.2%
F	31	1.2%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	2102	19.8%
h	1462	13.8%
i	1193	11.2%
d	1187	11.2%
e	1002	9.4%
m	661	6.2%
s	428	4.0%
l	413	3.9%
n	371	3.5%
f	357	3.4%
q	315	3.0%
k	315	3.0%
o	315	3.0%
r	246	2.3%
u	202	1.9%
t	31	0.3%
c	13	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	2260	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	227	55.0%
7	186	45.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	13219	83.2%
Common	2673	16.8%

Most frequent Latin characters

Value	Count	Frequency (%)
a	2102	15.9%
h	1462	11.1%
i	1193	9.0%
d	1187	9.0%
e	1002	7.6%
m	661	5.0%
S	501	3.8%
s	428	3.2%
l	413	3.1%
n	371	2.8%
A	357	2.7%
f	357	2.7%
R	328	2.5%
H	315	2.4%
q	315	2.4%
k	315	2.4%
M	315	2.4%
o	315	2.4%
B	315	2.4%
r	246	1.9%
u	202	1.5%
W	186	1.4%
Y	171	1.3%
I	56	0.4%
J	31	0.2%
Other values (3)	75	0.6%

Most frequent Common characters

Value	Count	Frequency (%)
	2260	84.5%
2	227	8.5%
7	186	7.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15892	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	2260	14.2%
a	2102	13.2%
h	1462	9.2%
i	1193	7.5%
d	1187	7.5%
e	1002	6.3%
m	661	4.2%
S	501	3.2%
s	428	2.7%
l	413	2.6%
n	371	2.3%
A	357	2.2%
f	357	2.2%
R	328	2.1%
H	315	2.0%
q	315	2.0%
k	315	2.0%
M	315	2.0%
o	315	2.0%
B	315	2.0%
r	246	1.5%
2	227	1.4%
u	202	1.3%
W	186	1.2%
7	186	1.2%
Other values (6)	333	2.1%

STATUS_CODE
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

VACANT	672
PREMISED	100

Value	Count	Frequency (%)
VACANT	672	87.0%
PREMISED	100	13.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	8
Median length	6
Mean length	6.259067358
Min length	6

Overview of Unicode Properties

Unique unicode characters	12
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
A	1344	27.8%
V	672	13.9%
C	672	13.9%
N	672	13.9%
T	672	13.9%
E	200	4.1%
P	100	2.1%
R	100	2.1%
M	100	2.1%
I	100	2.1%
S	100	2.1%
D	100	2.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	4832	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	1344	27.8%
V	672	13.9%
C	672	13.9%
N	672	13.9%
T	672	13.9%
E	200	4.1%
P	100	2.1%
R	100	2.1%
M	100	2.1%
I	100	2.1%
S	100	2.1%
D	100	2.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4832	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
A	1344	27.8%
V	672	13.9%
C	672	13.9%
N	672	13.9%
T	672	13.9%
E	200	4.1%
P	100	2.1%
R	100	2.1%
M	100	2.1%
I	100	2.1%
S	100	2.1%
D	100	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4832	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
A	1344	27.8%
V	672	13.9%
C	672	13.9%
N	672	13.9%
T	672	13.9%
E	200	4.1%
P	100	2.1%
R	100	2.1%
M	100	2.1%
I	100	2.1%
S	100	2.1%
D	100	2.1%

PRE_REGISTRATION_NUMBER
Categorical

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

Rare cases	728
Unknown	44

Value	Count	Frequency (%)
Rare cases	728	94.3%
Unknown	44	5.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	10
Median length	10
Mean length	9.829015544
Min length	7

Overview of Unicode Properties

Unique unicode characters	12
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	1456	19.2%
e	1456	19.2%
s	1456	19.2%
R	728	9.6%
r	728	9.6%
	728	9.6%
c	728	9.6%
n	132	1.7%
U	44	0.6%
k	44	0.6%
o	44	0.6%
w	44	0.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6088	80.2%
Uppercase Letter	772	10.2%
Space Separator	728	9.6%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
R	728	94.3%
U	44	5.7%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	1456	23.9%
e	1456	23.9%
s	1456	23.9%
r	728	12.0%
c	728	12.0%
n	132	2.2%
k	44	0.7%
o	44	0.7%
w	44	0.7%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	728	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6860	90.4%
Common	728	9.6%

Most frequent Latin characters

Value	Count	Frequency (%)
a	1456	21.2%
e	1456	21.2%
s	1456	21.2%
R	728	10.6%
r	728	10.6%
c	728	10.6%
n	132	1.9%
U	44	0.6%
k	44	0.6%
o	44	0.6%
w	44	0.6%

Most frequent Common characters

Value	Count	Frequency (%)
	728	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7588	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	1456	19.2%
e	1456	19.2%
s	1456	19.2%
R	728	9.6%
r	728	9.6%
	728	9.6%
c	728	9.6%
n	132	1.7%
U	44	0.6%
k	44	0.6%
o	44	0.6%
w	44	0.6%

PROJECT_NAME_EN
Categorical

HIGH CORRELATION

Distinct	6
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

SIDRA	319
AQUILEGIA @ AKOYA OXYGEN	171
ARABIAN RANCHES- AZALEA COMMUNITY	105
ARABIAN RANCHES - SAMARA COMMUNITY	81
Unknown	78

Value	Count	Frequency (%)
SIDRA	319	41.3%
AQUILEGIA @ AKOYA OXYGEN	171	22.2%
ARABIAN RANCHES- AZALEA COMMUNITY	105	13.6%
ARABIAN RANCHES - SAMARA COMMUNITY	81	10.5%
Unknown	78	10.1%
BV Mansions	18	2.3%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	34
Median length	7
Mean length	16.42487047
Min length	5

Overview of Unicode Properties

Unique unicode characters	32
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
A	2305	18.2%
	1188	9.4%
I	1033	8.1%
R	772	6.1%
N	729	5.7%
E	633	5.0%
S	586	4.6%
O	528	4.2%
Y	528	4.2%
M	471	3.7%
U	435	3.4%
C	372	2.9%
G	342	2.7%
D	319	2.5%
L	276	2.2%
n	270	2.1%
B	204	1.6%
H	186	1.5%
-	186	1.5%
T	186	1.5%
Q	171	1.3%
@	171	1.3%
K	171	1.3%
X	171	1.3%
Z	105	0.8%
Other values (7)	342	2.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	10541	83.1%
Space Separator	1188	9.4%
Lowercase Letter	594	4.7%
Dash Punctuation	186	1.5%
Other Punctuation	171	1.3%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	2305	21.9%
I	1033	9.8%
R	772	7.3%
N	729	6.9%
E	633	6.0%
S	586	5.6%
O	528	5.0%
Y	528	5.0%
M	471	4.5%
U	435	4.1%
C	372	3.5%
G	342	3.2%
D	319	3.0%
L	276	2.6%
B	204	1.9%
H	186	1.8%
T	186	1.8%
Q	171	1.6%
K	171	1.6%
X	171	1.6%
Z	105	1.0%
V	18	0.2%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	1188	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
@	171	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	270	45.5%
o	96	16.2%
k	78	13.1%
w	78	13.1%
s	36	6.1%
a	18	3.0%
i	18	3.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	186	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	11135	87.8%
Common	1545	12.2%

Most frequent Latin characters

Value	Count	Frequency (%)
A	2305	20.7%
I	1033	9.3%
R	772	6.9%
N	729	6.5%
E	633	5.7%
S	586	5.3%
O	528	4.7%
Y	528	4.7%
M	471	4.2%
U	435	3.9%
C	372	3.3%
G	342	3.1%
D	319	2.9%
L	276	2.5%
n	270	2.4%
B	204	1.8%
H	186	1.7%
T	186	1.7%
Q	171	1.5%
K	171	1.5%
X	171	1.5%
Z	105	0.9%
o	96	0.9%
k	78	0.7%
w	78	0.7%
Other values (4)	90	0.8%

Most frequent Common characters

Value	Count	Frequency (%)
	1188	76.9%
-	186	12.0%
@	171	11.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	12680	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
A	2305	18.2%
	1188	9.4%
I	1033	8.1%
R	772	6.1%
N	729	5.7%
E	633	5.0%
S	586	4.6%
O	528	4.2%
Y	528	4.2%
M	471	3.7%
U	435	3.4%
C	372	2.9%
G	342	2.7%
D	319	2.5%
L	276	2.2%
n	270	2.1%
B	204	1.6%
H	186	1.5%
-	186	1.5%
T	186	1.5%
Q	171	1.3%
@	171	1.3%
K	171	1.3%
X	171	1.3%
Z	105	0.8%
Other values (7)	342	2.7%

MASTER_PROJECT_EN
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	6.2 KiB

Unknown	415
558 Villa	186
Dubai Tiger Woods	171

Value	Count	Frequency (%)
Unknown	415	53.8%
558 Villa	186	24.1%
Dubai Tiger Woods	171	22.2%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	17
Median length	7
Mean length	9.696891192
Min length	7

Overview of Unicode Properties

Unique unicode characters	22
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	1245	16.6%
o	757	10.1%
i	528	7.1%
	528	7.1%
U	415	5.5%
k	415	5.5%
w	415	5.5%
5	372	5.0%
l	372	5.0%
a	357	4.8%
8	186	2.5%
V	186	2.5%
D	171	2.3%
u	171	2.3%
b	171	2.3%
T	171	2.3%
g	171	2.3%
e	171	2.3%
r	171	2.3%
W	171	2.3%
d	171	2.3%
s	171	2.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5286	70.6%
Uppercase Letter	1114	14.9%
Decimal Number	558	7.5%
Space Separator	528	7.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
U	415	37.3%
V	186	16.7%
D	171	15.4%
T	171	15.4%
W	171	15.4%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	1245	23.6%
o	757	14.3%
i	528	10.0%
k	415	7.9%
w	415	7.9%
l	372	7.0%
a	357	6.8%
u	171	3.2%
b	171	3.2%
g	171	3.2%
e	171	3.2%
r	171	3.2%
d	171	3.2%
s	171	3.2%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	528	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
5	372	66.7%
8	186	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6400	85.5%
Common	1086	14.5%

Most frequent Latin characters

Value	Count	Frequency (%)
n	1245	19.5%
o	757	11.8%
i	528	8.2%
U	415	6.5%
k	415	6.5%
w	415	6.5%
l	372	5.8%
a	357	5.6%
V	186	2.9%
D	171	2.7%
u	171	2.7%
b	171	2.7%
T	171	2.7%
g	171	2.7%
e	171	2.7%
r	171	2.7%
W	171	2.7%
d	171	2.7%
s	171	2.7%

Most frequent Common characters

Value	Count	Frequency (%)
	528	48.6%
5	372	34.3%
8	186	17.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7486	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	1245	16.6%
o	757	10.1%
i	528	7.1%
	528	7.1%
U	415	5.5%
k	415	5.5%
w	415	5.5%
5	372	5.0%
l	372	5.0%
a	357	4.8%
8	186	2.5%
V	186	2.5%
D	171	2.3%
u	171	2.3%
b	171	2.3%
T	171	2.3%
g	171	2.3%
e	171	2.3%
r	171	2.3%
W	171	2.3%
d	171	2.3%
s	171	2.3%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Count
Matrix

First rows

	CURRENT_STATUS_year_after_min_year	SEPARATED_REFERENCE	INSTANCE_DATE_day_normalized	INSTANCE_DATE_year_after_min_year	tree_3	PROCEDURE_AREA	CREATION_year_after_min_year	PROCEDURE_NUMBER	MUNC_NUMBER	MUNC_ZIP_CODE	ACTUAL_WORTH	AREA_NAME_EN	STATUS_CODE	PRE_REGISTRATION_NUMBER	PROJECT_NAME_EN	MASTER_PROJECT_EN
0	0.0	-0.320149	0.032258	3	4	-0.101700	4	-0.986695	0.631391	1.464762	1300000.0	Al Yufrah 2	VACANT	Rare cases	AQUILEGIA @ AKOYA OXYGEN	Dubai Tiger Woods
1	0.0	-0.320149	0.935484	3	4	-0.093060	4	-1.176473	0.631391	1.464762	1568000.0	Al Yufrah 2	VACANT	Rare cases	AQUILEGIA @ AKOYA OXYGEN	Dubai Tiger Woods
2	0.0	-0.320149	0.774194	3	4	-0.101700	4	-0.798873	0.631391	1.464762	1300000.0	Al Yufrah 2	VACANT	Rare cases	AQUILEGIA @ AKOYA OXYGEN	Dubai Tiger Woods
3	0.0	-0.320149	0.193548	4	4	-0.093060	4	0.253223	0.631391	1.464762	1450000.0	Al Yufrah 2	VACANT	Rare cases	AQUILEGIA @ AKOYA OXYGEN	Dubai Tiger Woods
4	7.0	-0.244634	0.838710	1	5	-0.032940	3	0.271321	0.675025	-0.186560	4891888.0	Hadaeq Sheikh Mohammed Bin Rashid	VACANT	Rare cases	SIDRA	Unknown
5	7.0	-0.244634	0.225806	1	5	-0.058053	3	-0.128290	0.697545	-0.186560	3503888.0	Hadaeq Sheikh Mohammed Bin Rashid	VACANT	Rare cases	SIDRA	Unknown
6	7.0	-0.244634	0.870968	1	5	-0.039808	3	0.287951	0.808740	-0.186560	4707888.0	Hadaeq Sheikh Mohammed Bin Rashid	VACANT	Rare cases	SIDRA	Unknown
7	0.0	-0.320149	0.161290	3	4	-0.101700	4	0.029696	0.631391	1.464762	1274000.0	Al Yufrah 2	VACANT	Rare cases	AQUILEGIA @ AKOYA OXYGEN	Dubai Tiger Woods
8	6.0	-0.264818	0.806452	1	5	0.039590	0	5.997443	-0.664002	-1.919000	6047337.0	Jumeirah First	VACANT	Unknown	Unknown	Unknown
9	7.0	-0.244634	0.032258	1	5	-0.034953	3	-0.381165	-0.725933	-0.186560	5043888.0	Hadaeq Sheikh Mohammed Bin Rashid	VACANT	Rare cases	SIDRA	Unknown

Last rows

	CURRENT_STATUS_year_after_min_year	SEPARATED_REFERENCE	INSTANCE_DATE_day_normalized	INSTANCE_DATE_year_after_min_year	tree_3	PROCEDURE_AREA	CREATION_year_after_min_year	PROCEDURE_NUMBER	MUNC_NUMBER	MUNC_ZIP_CODE	ACTUAL_WORTH	AREA_NAME_EN	STATUS_CODE	PRE_REGISTRATION_NUMBER	PROJECT_NAME_EN	MASTER_PROJECT_EN
762	7.00	-0.244634	0.806452	1	5	-0.039701	3	0.241484	0.809678	-0.186560	4097888.0	Hadaeq Sheikh Mohammed Bin Rashid	VACANT	Rare cases	SIDRA	Unknown
763	7.00	-0.244634	0.225806	1	5	-0.027870	3	-0.159594	0.772613	-0.186560	5182888.0	Hadaeq Sheikh Mohammed Bin Rashid	VACANT	Rare cases	SIDRA	Unknown
764	7.00	-0.320149	0.548387	2	5	-0.006627	1	1.426621	0.020173	0.010440	3901888.0	Wadi Al Safa 7	PREMISED	Rare cases	ARABIAN RANCHES - SAMARA COMMUNITY	558 Villa
765	0.00	-0.320149	0.870968	3	4	-0.097175	4	-0.892784	0.631391	1.464762	1500000.0	Al Yufrah 2	VACANT	Rare cases	AQUILEGIA @ AKOYA OXYGEN	Dubai Tiger Woods
766	7.00	-0.320149	0.161290	2	5	-0.055822	2	0.912067	-0.330418	0.010440	4113888.0	Wadi Al Safa 7	VACANT	Rare cases	ARABIAN RANCHES- AZALEA COMMUNITY	558 Villa
767	0.00	-0.320149	0.935484	3	4	-0.093060	4	-1.170115	0.631391	1.464762	1372000.0	Al Yufrah 2	VACANT	Rare cases	AQUILEGIA @ AKOYA OXYGEN	Dubai Tiger Woods
768	7.75	-0.320149	0.580645	0	5	-0.059131	1	0.922339	0.538377	0.010440	3069799.0	Wadi Al Safa 7	PREMISED	Rare cases	ARABIAN RANCHES - SAMARA COMMUNITY	558 Villa
769	6.00	-0.264818	0.967742	1	5	0.018718	0	0.272788	0.028970	-1.919000	5941806.0	Jumeirah First	VACANT	Unknown	Unknown	Unknown
770	0.00	-0.320149	0.806452	3	4	-0.097175	4	-0.072041	0.631391	1.464762	1500000.0	Al Yufrah 2	VACANT	Rare cases	AQUILEGIA @ AKOYA OXYGEN	Dubai Tiger Woods
771	7.00	-0.244634	0.032258	1	5	-0.045983	3	-0.387034	-0.736724	-0.186560	4580888.0	Hadaeq Sheikh Mohammed Bin Rashid	VACANT	Rare cases	SIDRA	Unknown

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most frequent Decimal Number characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Space Separator characters

Most frequent Other Punctuation characters

Most frequent Lowercase Letter characters

Most frequent Dash Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most frequent Decimal Number characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Cramér's V (φc)

Missing values

Sample

First rows

Last rows